The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Unused concept for a teacher feedback loop in an LMS.
The challenge was straightforward on paper: make it easier for teachers to give meaningful feedback across multiple classes, often with 100+ students.
But the real friction happened before they even started.
From our findings, teachers often felt overwhelmed by the amount of work waiting for them, so they defaulted to bulk feedback using templates.
It was faster, but it created another problem: students received feedback that felt vague, repetitive, and disconnected from their actual work.
For this concept, I explored two ways to help teachers get started without forcing them into one workflow:
— Focus manually on flagged assignments that need the most attention
— Use AI-assisted grouping to cluster assignments with similar patterns, so teachers can review them in context and respond more efficiently
The idea wasn’t to automate the feedback itself, but to reduce the friction around deciding where to start.
Still an unused concept, but I liked the direction.
What do you think?
Super clean work!
thank you so much!!
The high-priority task section really grabs attention 🔥
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
People don’t just want a banking app. They want to feel in control of their money.
Great fintech design doesn’t just look premium. It makes money feel simpler, safer, and easier to control.
Meet Ziko, a mobile banking concept where every interaction is designed to reduce friction and build trust.
What wins your trust first: 🔒 Security, ✨ Simplicity, or ⚡ Speed?
Absolutely love this Fintech App design! The minimal soft 3D elements with the clean UI is such a premium combo — feels very Apple-like and trustworthy. The interaction "designed to reduce" cognitive load really shows in the execution. Super polished work, that "Effortless payments. Intelligent Finance." screen is my fav!
cool
